Matches in SemOpenAlex for { <https://semopenalex.org/work/W2949592047> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2949592047 abstract "We propose a computational model for shape, illumination and albedo inference in a pulsed time-of-flight (TOF) camera. In contrast to TOF cameras based on phase modulation, our camera enables general exposure profiles. This results in added flexibility and requires novel computational approaches. To address this challenge we propose a generative probabilistic model that accurately relates latent imaging conditions to observed camera responses. While principled, realtime inference in the model turns out to be infeasible, and we propose to employ efficient non-parametric regression trees to approximate the model outputs. As a result we are able to provide, for each pixel, at video frame rate, estimates and uncertainty for depth, effective albedo, and ambient light intensity. These results we present are state-of-the-art in depth imaging. The flexibility of our approach allows us to easily enrich our generative model. We demonstrate that by extending the original single-path model to a two-path model, capable of describing some multipath effects. The new model is seamlessly integrated in the system at no additional computational cost. Our work also addresses the important question of optimal exposure design in pulsed TOF systems. Finally, for benchmark purposes and to obtain realistic empirical priors of multipath and insights into this phenomena, we propose a physically accurate simulation of multipath phenomena." @default.
- W2949592047 created "2019-06-27" @default.
- W2949592047 creator A5000291599 @default.
- W2949592047 creator A5015966835 @default.
- W2949592047 creator A5018247048 @default.
- W2949592047 creator A5039031616 @default.
- W2949592047 creator A5059362016 @default.
- W2949592047 date "2015-07-22" @default.
- W2949592047 modified "2023-10-05" @default.
- W2949592047 title "Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo" @default.
- W2949592047 hasPublicationYear "2015" @default.
- W2949592047 type Work @default.
- W2949592047 sameAs 2949592047 @default.
- W2949592047 citedByCount "1" @default.
- W2949592047 countsByYear W29495920472016 @default.
- W2949592047 crossrefType "posted-content" @default.
- W2949592047 hasAuthorship W2949592047A5000291599 @default.
- W2949592047 hasAuthorship W2949592047A5015966835 @default.
- W2949592047 hasAuthorship W2949592047A5018247048 @default.
- W2949592047 hasAuthorship W2949592047A5039031616 @default.
- W2949592047 hasAuthorship W2949592047A5059362016 @default.
- W2949592047 hasConcept C105795698 @default.
- W2949592047 hasConcept C107673813 @default.
- W2949592047 hasConcept C11413529 @default.
- W2949592047 hasConcept C117251300 @default.
- W2949592047 hasConcept C119857082 @default.
- W2949592047 hasConcept C127162648 @default.
- W2949592047 hasConcept C13280743 @default.
- W2949592047 hasConcept C154945302 @default.
- W2949592047 hasConcept C160234255 @default.
- W2949592047 hasConcept C161218011 @default.
- W2949592047 hasConcept C167966045 @default.
- W2949592047 hasConcept C185798385 @default.
- W2949592047 hasConcept C205649164 @default.
- W2949592047 hasConcept C2780598303 @default.
- W2949592047 hasConcept C31258907 @default.
- W2949592047 hasConcept C31972630 @default.
- W2949592047 hasConcept C3261483 @default.
- W2949592047 hasConcept C33923547 @default.
- W2949592047 hasConcept C39890363 @default.
- W2949592047 hasConcept C41008148 @default.
- W2949592047 hasConcept C49937458 @default.
- W2949592047 hasConceptScore W2949592047C105795698 @default.
- W2949592047 hasConceptScore W2949592047C107673813 @default.
- W2949592047 hasConceptScore W2949592047C11413529 @default.
- W2949592047 hasConceptScore W2949592047C117251300 @default.
- W2949592047 hasConceptScore W2949592047C119857082 @default.
- W2949592047 hasConceptScore W2949592047C127162648 @default.
- W2949592047 hasConceptScore W2949592047C13280743 @default.
- W2949592047 hasConceptScore W2949592047C154945302 @default.
- W2949592047 hasConceptScore W2949592047C160234255 @default.
- W2949592047 hasConceptScore W2949592047C161218011 @default.
- W2949592047 hasConceptScore W2949592047C167966045 @default.
- W2949592047 hasConceptScore W2949592047C185798385 @default.
- W2949592047 hasConceptScore W2949592047C205649164 @default.
- W2949592047 hasConceptScore W2949592047C2780598303 @default.
- W2949592047 hasConceptScore W2949592047C31258907 @default.
- W2949592047 hasConceptScore W2949592047C31972630 @default.
- W2949592047 hasConceptScore W2949592047C3261483 @default.
- W2949592047 hasConceptScore W2949592047C33923547 @default.
- W2949592047 hasConceptScore W2949592047C39890363 @default.
- W2949592047 hasConceptScore W2949592047C41008148 @default.
- W2949592047 hasConceptScore W2949592047C49937458 @default.
- W2949592047 hasOpenAccess W2949592047 @default.
- W2949592047 hasRelatedWork W1549967002 @default.
- W2949592047 hasRelatedWork W2029557055 @default.
- W2949592047 hasRelatedWork W2099256125 @default.
- W2949592047 hasRelatedWork W2127281509 @default.
- W2949592047 hasRelatedWork W2254177008 @default.
- W2949592047 hasRelatedWork W2462614768 @default.
- W2949592047 hasRelatedWork W2744871875 @default.
- W2949592047 hasRelatedWork W2802548485 @default.
- W2949592047 hasRelatedWork W2802959425 @default.
- W2949592047 hasRelatedWork W2920357274 @default.
- W2949592047 hasRelatedWork W2945883617 @default.
- W2949592047 hasRelatedWork W2950501738 @default.
- W2949592047 hasRelatedWork W2963488745 @default.
- W2949592047 hasRelatedWork W2965782728 @default.
- W2949592047 hasRelatedWork W3016937210 @default.
- W2949592047 hasRelatedWork W3020583618 @default.
- W2949592047 hasRelatedWork W3033553689 @default.
- W2949592047 hasRelatedWork W3111569303 @default.
- W2949592047 hasRelatedWork W3175700273 @default.
- W2949592047 hasRelatedWork W999904924 @default.
- W2949592047 isParatext "false" @default.
- W2949592047 isRetracted "false" @default.
- W2949592047 magId "2949592047" @default.
- W2949592047 workType "article" @default.